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digit-recogniser's Introduction

Digit-Recogniser

Digit Recogniser using Keras

The Kernels is using Tensor flow in the backend the main library used is Keras and sub modules: Model

  • Sequential

Layers

  • Dense
  • Dropout
  • Activation
  • Lambda
  • Flatten
  • Conv2D
  • MaxPooling2D

Callbacks

  • ReduceLROnPlateau
  • EarlyStopping

EPOCHS = 10 BATCH_SIZE = 1000 loss: 0.0764 - acc: 0.9775 - val_loss: 0.0598 - val_acc: 0.9802

Kaggel link https://www.kaggle.com/abdul002/digit-recogniser-using-keras

Public Score 0.98228

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